He (Rock) in fact did not feel shame. To add more he had fun.
But the fact he didn't have anything else upon sleeve while being a phantom thief is a major plot hole.
Kinda disappointed seeing him (Rock) get caught or losing this easily to jazz. I mean he's at business for long and had tons of experience. Nonetheless he is quite an upper level demon.